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Author(s) |
Link to the Paper (when accepted) |
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Estimation and inference for the Wasserstein distance between mixing measures in topic models
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Xin Bing, Florentina Bunea, Jonathan Niles-Weed
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Estimation of a score-explained non-randomized treatment effect in fixed and high dimensions
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Debarghya Mukherjee, Moulinath Banerjee, Ya'acov Ritov
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PDF |
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Asymptotics of Numerical Integration for Two-Level Mixed Models
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Blair Bilodeau, Alex Stringer, Yanbo Tang
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PDF |
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Nonparametric logistic regression with deep learning
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Atsutomo Yara, Yoshikazu Terada
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PDF |
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Principles of Statistical Inference in Online Problems
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Man Fung Leung, Kin Wai Chan
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PDF |
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Ole Eiler Barndorff-Nielsen
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Mark Podolskij
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Seriation of Tœplitz and latent position matrices: optimal rates and computational trade-offs
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Clément Berenfeld, Alexandra Carpentier, Nicolas Verzelen
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Learning latent tree models with small query complexity
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Luc Devroye, Gabor Lugosi, Piotr Zwiernik
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New energy distances for statistical inference on infinite dimensional Hilbert spaces without moment conditions
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Holger Dette, Jiajun Tang
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PDF |
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On the Martingale Schr\"odinger Bridge between Two Distributions
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Johannes Wiesel
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PDF |
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Statistical Inference for Bures-Wasserstein Flows
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Leonardo Vincenzo Santoro, Victor Michael Panaretos
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PDF |
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Discrete Feynman-Kac approximation for parabolic Anderson model using random walks
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Panqiu Xia, Jiayu Zheng
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PDF |
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A closed-form transition density expansion for elliptic and hypo-elliptic SDEs
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Yuga Iguchi, Alexandros Beskos
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PDF |
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Stochastic Gradient Descent for Nonparametric Additive Regression
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Xin Chen, Jason M Klusowski
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Cram\'{e}r-type moderate deviations of drift estimation in stochastic heat equation
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Hui Jiang, Jingying Zhou
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PDF |
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On a pinning model in correlated Gaussian random environments
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Zi'an Li, Jian Song, Ran Wei, Hang Zhang
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On a population model with memory
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Jean Bertoin
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Maximum likelihood estimation for Brownian motion tree models based on one sample
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Chandler Squires, Michael Truell, Jan-Christian Huetter, Piotr Zwiernik, Caroline Uhler
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PDF |
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Bootstrapping LASSO estimators under variable selection consistency in high dimensions and some higher order refinements
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Debraj Das, Arindam Chatterjee, Soumendra Lahiri
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PDF |
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Voter model stability with respect to conservative noises
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Gideon Amir, Omer Angel, Rangel Baldasso, Daniel de la Riva
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PDF |
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Optimal Confidence Bands for Shape-restricted Regression in Multidimensions
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Ashley Datta, Somabha Mukherjee, Bodhisattva Sen
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PDF |
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Debiased Estimation and Variable Selection under Function-on-Scalar Linear Regression Models with Ultrahigh-Dimensional Covariates subject to Measurement Error
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Yifan Sun, Grace Y. Yi |
PDF |
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Large deviations for Independent Metropolis Hastings and Metropolis-adjusted Langevin algorithm
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Federica Milinanni, Pierre Nyquist
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PDF |
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Spectral independence of almost fully correlated random matrices
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Oleksii Kolupaiev
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PDF |
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Central limit theorems for random boundary polytopes
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Matthias Reitzner, Mathias Sonnleitner
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PDF |
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Finite-Dimensional Gaussian Approximation for Deep Neural Networks: Universality in Random Weights
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Krishnakumar Balasubramanian, Nathan Ross
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PDF |
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Asymptotics of resampling without replacement in robust and logistic regression
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Takuya Koriyama, Pierre C Bellec
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PDF |
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Theoretical Analysis of Transfer Learning for Temporally Dependent Observations
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Abolfazl Safikhani, Mingliang Ma
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PDF |
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E-Values for Exponential Families: the General Case
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Yunda Hao, Peter Grunwald
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PDF |
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Mixing Phases and Metastability for the Glauber Dynamics on the p-Spin Curie-Weiss Model
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Ramkrishna Jyoti Samanta, Somabha Mukherjee, Jiang Zhang
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PDF |
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Asymptotic analysis of the finite predictor for the fractional Gaussian noise
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Pavel Chigansky, Marina Kleptsyna
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PDF |
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Parameter estimation from local measurements for a class of stochastic Burgers equations
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Josef Janak, Enrico Priola
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PDF |
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Bicausal optimal transport for SDEs with irregular coefficients
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Michaela Hitz, Benjamin Alexander Robinson
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Optimal rates for estimating the covariance kernel from synchronously sampled functional data
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Max Berger, Hajo Holzmann
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Likelihood-based Spacings Goodness-of-Fit Statistics for Univariate Shape-constrained Densities
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Kwun Chuen Gary Chan, Hok Kan Ling, Chuan-Fa Tang, Shueng Chi Phillip Yam
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PDF |
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Stratified permutational Berry-Esseen bounds and their applications to statistics
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Peng Ding
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PDF |
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Estimating the hyperuniformity exponent of spatial point processes
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Gabriel Mastrilli, Bartlomiej Blaszczyszyn, Frédéric Lavancier
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PDF |
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Detecting Practically Significant Dependencies in Metric Spaces via Distance Correlations
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Holger Dette, Marius Kroll
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PDF |
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Structural adaptation and rate accelerated estimation in bivariate functional data
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Omar Kassi, Sunny G. W. Wang
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PDF |
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Dynamics of rotationally invariant polynomial root sets under iterated differentiations
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André Galligo, Joseph Najnudel, Truong Vu
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PDF |
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On continuity of Chatterjee’s rank correlation and related dependence measures
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Jonathan Ansari, Sebastian Fuchs
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PDF |
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Minimax rates in variance and covariance change-point testing
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Per August Jarval Moen
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PDF |
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Local limits of random spanning trees in random environment
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Luca Makowiec
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PDF |
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On the number of modes of Gaussian kernel density estimators
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Borjan Geshkovski, Philippe Rigollet, Yihang Sun
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PDF |
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Cram\'{e}r-type moderate deviations for the isotonic estimator in the white noise model
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Fuqing Gao, Hui Jiang, Xingqiu Zhao
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PDF |
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Polyspectral Mean Estimation of General Nonlinear Processes
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Dhrubajyoti Ghosh, Tucker McElroy, Soumendra N Lahiri
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PDF |
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The broken sample problem revisited: Proof of a conjecture by Bai-Hsing and high-dimensional extensions
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Simiao Jiao, Yihong Wu, Jiaming Xu
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PDF |
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Limit distributions for cycles of random parking functions
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J. E. Paguyo
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PDF |
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Linear Discriminant Regularized Regression
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Xin Bing, Bingqing Li, Marten Wegkamp
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PDF |
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Consistency of the bootstrap for asymptotically linear estimators with nuisance parameters
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Zhou Tang, Ted Westling
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A necessary and sufficient condition for convergence in distribution of the quantile process in L1(0,1)
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Brendan Kinnane Beare, Tetsuya Kaji
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Moderate-to-large deviation asymptotics for real eigenvalues of the elliptic Ginibre matrices
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Sung-Soo Byun, Jonas Jalowy, Yong-Woo Lee, Grégory Schehr
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PDF |
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Graphon particle system with common noise
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Erhan Bayraktar, Xihao He, Donghan Kim
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PDF |
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Graphon Estimation in bipartite graphs with observable weights and unobservable node labels
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Arnak Dalalyan, Etienne Donnier-Meroz, Francis Kramarz, Philippe Choné, Xavier D'Haultfoeuille
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PDF |
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Quantification of limit theorems for Hawkes processes
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Laure Coutin, Benjamin Massat, Anthony Réveillac
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PDF |
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Low-Rank Graphon Estimation: Theory and Applications to Graphon Games
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Olga Klopp, Fedor Noskov
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PDF |
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Hadamard Langevin Dynamics for sampling the l1-prior
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Ivan Cheltsov, Federico Cornalba, Clarice Poon, Tony Shardlow
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PDF |
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Simultaneous Inference for Time-Inhomogeneous Nonlinear Time Series Regression
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Xiucai Ding, Zhou Zhou
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PDF |
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Contraction rates for conjugate gradient and Lanczos approximate posteriors in Gaussian process regression
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Bernhard Stankewitz, Botond Szabo
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PDF |
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Robust Functional Data Analysis for Stochastic Evolution Equations in Infinite Dimensions
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Dennis Schroers
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PDF |
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Nonparametric estimation of trawl processes: Theory and Applications
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Orimar Sauri, Almut Elisabeth Dorothea Veraart
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PDF |